Patricia Jiménez

Patricia Jiménez

Ph.D. student

She is a Computer Science Engineer (University of Pablo de Olavide, 2016) and she has a Master in Computer Science Engineer (University of Pablo de Olavide, 2018).

She works full-time at the private company easytosee AgTech SL, since 2016. She is responsible for automation and standardization of processes. In addition, she is doing his Ph.D as a part-time student.

Her research lines include on big data and streaming, and her work in the company focuses on Maching Learning and Artificial Intelligence.

Publications

2022

M.A. Castán-Lascorz and P. Jiménez-Herrera and A. Troncoso and G. Asencio-Cortés

A new hybrid method for predicting univariate and multivariate time series based on pattern forecasting Journal Article

Information Sciences, 586 , pp. 611–627, 2022.

Abstract | Links | BibTeX

P. Jiménez-Herrera and L. Melgar-García and G. Asencio-Cortés and A. Troncoso

Streaming big time series forecasting based on nearest similar patterns with application to energy consumption Journal Article

Logic Journal of the IGPL, (in press) , pp. 1–20, 2022.

Abstract | Links | BibTeX

2020

P. Jiménez-Herrera and L. Melgar-García and G. Asencio-Cortés and A. Troncoso

A New Forecasting Algorithm Based on Neighbors for Streaming Electricity Time Series Conference

HAIS 15th International Conference on Hybrid Artificial Intelligence Systems, Lecture Notes in Computer Science 2020.

Links | BibTeX